Open Access

ARTICLE

A Metamodeling Approach to Enforcing the No-Cloning Theorem in Quantum Software Engineering

Dae-Kyoo Kim^*

Department of Computer Science and Engineering, Oakland University, 115 Library Dr., Rochester, MI 48309, USA

* Corresponding Author: Dae-Kyoo Kim. Email:

Computers, Materials & Continua 2025, 84(2), 2549-2572. https://doi.org/10.32604/cmc.2025.066190

Received 01 April 2025; Accepted 26 May 2025; Issue published 03 July 2025

Abstract

Quantum software development utilizes quantum phenomena such as superposition and entanglement to address problems that are challenging for classical systems. However, it must also adhere to critical quantum constraints, notably the no-cloning theorem, which prohibits the exact duplication of unknown quantum states and has profound implications for cryptography, secure communication, and error correction. While existing quantum circuit representations implicitly honor such constraints, they lack formal mechanisms for early-stage verification in software design. Addressing this constraint at the design phase is essential to ensure the correctness and reliability of quantum software. This paper presents a formal metamodeling framework using UML-style notation and and Object Constraint Language (OCL) to systematically capture and enforce the no-cloning theorem within quantum software models. The proposed metamodel formalizes key quantum concepts—such as entanglement and teleportation—and encodes enforceable invariants that reflect core quantum mechanical laws. The framework’s effectiveness is validated by analyzing two critical edge cases—conditional copying with CNOT gates and quantum teleportation—through instance model evaluations. These cases demonstrate that the metamodel can capture nuanced scenarios that are often mistaken as violations of the no-cloning theorem but are proven compliant under formal analysis. Thus, these serve as constructive validations that demonstrate the metamodel’s expressiveness and correctness in representing operations that may appear to challenge the no-cloning theorem but, upon rigorous analysis, are shown to comply with it. The approach supports early detection of conceptual design errors, promoting correctness prior to implementation. The framework’s extensibility is also demonstrated by modeling projective measurement, further reinforcing its applicability to broader quantum software engineering tasks. By integrating the rigor of metamodeling with fundamental quantum mechanical principles, this work provides a structured, model-driven approach that enables traditional software engineers to address quantum computing challenges. It offers practical insights into embedding quantum correctness at the modeling level and advances the development of reliable, error-resilient quantum software systems.

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